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NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results

This paper presents a review for the NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement. The challenge comprises two tracks: (i) Efficient Video Quality Assessment (KVQ), and (ii) Diffusion-based Image…

Image and Video Processing · Electrical Eng. & Systems 2025-04-18 Xin Li , Kun Yuan , Bingchen Li , Fengbin Guan , Yizhen Shao , Zihao Yu , Xijun Wang , Yiting Lu , Wei Luo , Suhang Yao , Ming Sun , Chao Zhou , Zhibo Chen , Radu Timofte , Yabin Zhang , Ao-Xiang Zhang , Tianwu Zhi , Jianzhao Liu , Yang Li , Jingwen Xu , Yiting Liao , Yushen Zuo , Mingyang Wu , Renjie Li , Shengyun Zhong , Zhengzhong Tu , Yufan Liu , Xiangguang Chen , Zuowei Cao , Minhao Tang , Shan Liu , Kexin Zhang , Jingfen Xie , Yan Wang , Kai Chen , Shijie Zhao , Yunchen Zhang , Xiangkai Xu , Hong Gao , Ji Shi , Yiming Bao , Xiugang Dong , Xiangsheng Zhou , Yaofeng Tu , Ying Liang , Yiwen Wang , Xinning Chai , Yuxuan Zhang , Zhengxue Cheng , Yingsheng Qin , Yucai Yang , Rong Xie , Li Song , Wei Sun , Kang Fu , Linhan Cao , Dandan Zhu , Kaiwei Zhang , Yucheng Zhu , Zicheng Zhang , Menghan Hu , Xiongkuo Min , Guangtao Zhai , Zhi Jin , Jiawei Wu , Wei Wang , Wenjian Zhang , Yuhai Lan , Gaoxiong Yi , Hengyuan Na , Wang Luo , Di Wu , MingYin Bai , Jiawang Du , Zilong Lu , Zhenyu Jiang , Hui Zeng , Ziguan Cui , Zongliang Gan , Guijin Tang , Xinglin Xie , Kehuan Song , Xiaoqiang Lu , Licheng Jiao , Fang Liu , Xu Liu , Puhua Chen , Ha Thu Nguyen , Katrien De Moor , Seyed Ali Amirshahi , Mohamed-Chaker Larabi , Qi Tang , Linfeng He , Zhiyong Gao , Zixuan Gao , Guohua Zhang , Zhiye Huang , Yi Deng , Qingmiao Jiang , Lu Chen , Yi Yang , Xi Liao , Nourine Mohammed Nadir , Yuxuan Jiang , Qiang Zhu , Siyue Teng , Fan Zhang , Shuyuan Zhu , Bing Zeng , David Bull , Meiqin Liu , Chao Yao , Yao Zhao

NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results

This paper presents an overview of the NTIRE 2025 Challenge on UGC Video Enhancement. The challenge constructed a set of 150 user-generated content videos without reference ground truth, which suffer from real-world degradations such as…

Computer Vision and Pattern Recognition · Computer Science 2025-05-07 Nikolay Safonov , Alexey Bryncev , Andrey Moskalenko , Dmitry Kulikov , Dmitry Vatolin , Radu Timofte , Haibo Lei , Qifan Gao , Qing Luo , Yaqing Li , Jie Song , Shaozhe Hao , Meisong Zheng , Jingyi Xu , Chengbin Wu , Jiahui Liu , Ying Chen , Xin Deng , Mai Xu , Peipei Liang , Jie Ma , Junjie Jin , Yingxue Pang , Fangzhou Luo , Kai Chen , Shijie Zhao , Mingyang Wu , Renjie Li , Yushen Zuo , Shengyun Zhong , Zhengzhong Tu

NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results

This paper presents an overview of the NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models. This challenge utilizes a new short-form UGC (S-UGC) video restoration benchmark, termed KwaiVIR, which is…

Computer Vision and Pattern Recognition · Computer Science 2026-04-14 Xin Li , Jiachao Gong , Xijun Wang , Shiyao Xiong , Bingchen Li , Suhang Yao , Chao Zhou , Zhibo Chen , Radu Timofte , Yuxiang Chen , Shibo Yin , Yilian Zhong , Yushun Fang , Xilei Zhu , Yahui Wang , Chen Lu , Meisong Zheng , Xiaoxu Chen , Jing Yang , Zhaokun Hu , Jiahui Liu , Ying Chen , Haoran Bai , Sibin Deng , Shengxi Li , Mai Xu , Junyang Chen , Hao Chen , Xinzhe Zhu , Fengkai Zhang , Long Sun , Yixing Yang , Xindong Zhang , Jiangxin Dong , Jinshan Pan , Jiyuan Zhang , Shuai Liu , Yibin Huang , Xiaotao Wang , Lei Lei , Zhirui Liu , Shinan Chen , Shang-Quan Sun , Wenqi Ren , Jingyi Xu , Zihong Chen , Zhuoya Zou , Xiuhao Qiu , Jingyu Ma , Huiyuan Fu , Kun Liu , Huadong Ma , Dehao Feng , Zhijie Ma , Boqi Zhang , Jiawei Shi , Hao Kang , Yixin Yang , Yeying Jin , Xu Cheng , Yuxuan Jiang , Chengxi Zeng , Tianhao Peng , Fan Zhang , David Bull , Yanan Xing , Jiachen Tu , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Yaokun Shi , Wei Zhou , Linfeng Li , Hang Song , Qi Xu , Kun Yuan , Yizhen Shao , Yulin Ren

NTIRE 2023 Quality Assessment of Video Enhancement Challenge

This paper reports on the NTIRE 2023 Quality Assessment of Video Enhancement Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2023. This challenge is to address a…

Computer Vision and Pattern Recognition · Computer Science 2023-07-20 Xiaohong Liu , Xiongkuo Min , Wei Sun , Yulun Zhang , Kai Zhang , Radu Timofte , Guangtao Zhai , Yixuan Gao , Yuqin Cao , Tengchuan Kou , Yunlong Dong , Ziheng Jia , Yilin Li , Wei Wu , Shuming Hu , Sibin Deng , Pengxiang Xiao , Ying Chen , Kai Li , Kai Zhao , Kun Yuan , Ming Sun , Heng Cong , Hao Wang , Lingzhi Fu , Yusheng Zhang , Rongyu Zhang , Hang Shi , Qihang Xu , Longan Xiao , Zhiliang Ma , Mirko Agarla , Luigi Celona , Claudio Rota , Raimondo Schettini , Zhiwei Huang , Yanan Li , Xiaotao Wang , Lei Lei , Hongye Liu , Wei Hong , Ironhead Chuang , Allen Lin , Drake Guan , Iris Chen , Kae Lou , Willy Huang , Yachun Tasi , Yvonne Kao , Haotian Fan , Fangyuan Kong , Shiqi Zhou , Hao Liu , Yu Lai , Shanshan Chen , Wenqi Wang , Haoning Wu , Chaofeng Chen , Chunzheng Zhu , Zekun Guo , Shiling Zhao , Haibing Yin , Hongkui Wang , Hanene Brachemi Meftah , Sid Ahmed Fezza , Wassim Hamidouche , Olivier Déforges , Tengfei Shi , Azadeh Mansouri , Hossein Motamednia , Amir Hossein Bakhtiari , Ahmad Mahmoudi Aznaveh

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge

This paper reports on the NTIRE 2024 Quality Assessment of AI-Generated Content Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2024. This challenge is to…

Computer Vision and Pattern Recognition · Computer Science 2024-05-08 Xiaohong Liu , Xiongkuo Min , Guangtao Zhai , Chunyi Li , Tengchuan Kou , Wei Sun , Haoning Wu , Yixuan Gao , Yuqin Cao , Zicheng Zhang , Xiele Wu , Radu Timofte , Fei Peng , Huiyuan Fu , Anlong Ming , Chuanming Wang , Huadong Ma , Shuai He , Zifei Dou , Shu Chen , Huacong Zhang , Haiyi Xie , Chengwei Wang , Baoying Chen , Jishen Zeng , Jianquan Yang , Weigang Wang , Xi Fang , Xiaoxin Lv , Jun Yan , Tianwu Zhi , Yabin Zhang , Yaohui Li , Yang Li , Jingwen Xu , Jianzhao Liu , Yiting Liao , Junlin Li , Zihao Yu , Yiting Lu , Xin Li , Hossein Motamednia , S. Farhad Hosseini-Benvidi , Fengbin Guan , Ahmad Mahmoudi-Aznaveh , Azadeh Mansouri , Ganzorig Gankhuyag , Kihwan Yoon , Yifang Xu , Haotian Fan , Fangyuan Kong , Shiling Zhao , Weifeng Dong , Haibing Yin , Li Zhu , Zhiling Wang , Bingchen Huang , Avinab Saha , Sandeep Mishra , Shashank Gupta , Rajesh Sureddi , Oindrila Saha , Luigi Celona , Simone Bianco , Paolo Napoletano , Raimondo Schettini , Junfeng Yang , Jing Fu , Wei Zhang , Wenzhi Cao , Limei Liu , Han Peng , Weijun Yuan , Zhan Li , Yihang Cheng , Yifan Deng , Haohui Li , Bowen Qu , Yao Li , Shuqing Luo , Shunzhou Wang , Wei Gao , Zihao Lu , Marcos V. Conde , Xinrui Wang , Zhibo Chen , Ruling Liao , Yan Ye , Qiulin Wang , Bing Li , Zhaokun Zhou , Miao Geng , Rui Chen , Xin Tao , Xiaoyu Liang , Shangkun Sun , Xingyuan Ma , Jiaze Li , Mengduo Yang , Haoran Xu , Jie Zhou , Shiding Zhu , Bohan Yu , Pengfei Chen , Xinrui Xu , Jiabin Shen , Zhichao Duan , Erfan Asadi , Jiahe Liu , Qi Yan , Youran Qu , Xiaohui Zeng , Lele Wang , Renjie Liao

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study

In this work, we build the first benchmark dataset for short-form UGC Image Super-resolution in the wild, termed KwaiSR, intending to advance the research on developing image super-resolution algorithms for short-form UGC platforms. This…

Computer Vision and Pattern Recognition · Computer Science 2025-04-22 Xin Li , Xijun Wang , Bingchen Li , Kun Yuan , Yizhen Shao , Suhang Yao , Ming Sun , Chao Zhou , Radu Timofte , Zhibo Chen

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results

This paper reports on the NTIRE 2025 XGC Quality Assessment Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2025. This challenge is to address a major challenge…

Computer Vision and Pattern Recognition · Computer Science 2025-06-04 Xiaohong Liu , Xiongkuo Min , Qiang Hu , Xiaoyun Zhang , Jie Guo , Guangtao Zhai , Shushi Wang , Yingjie Zhou , Lu Liu , Jingxin Li , Liu Yang , Farong Wen , Li Xu , Yanwei Jiang , Xilei Zhu , Chunyi Li , Zicheng Zhang , Huiyu Duan , Xiele Wu , Yixuan Gao , Yuqin Cao , Jun Jia , Wei Sun , Jiezhang Cao , Radu Timofte , Baojun Li , Jiamian Huang , Dan Luo , Tao Liu , Weixia Zhang , Bingkun Zheng , Junlin Chen , Ruikai Zhou , Meiya Chen , Yu Wang , Hao Jiang , Xiantao Li , Yuxiang Jiang , Jun Tang , Yimeng Zhao , Bo Hu , Zelu Qi , Chaoyang Zhang , Fei Zhao , Ping Shi , Lingzhi Fu , Heng Cong , Shuai He , Rongyu Zhang , Jiarong He , Zongyao Hu , Wei Luo , Zihao Yu , Fengbin Guan , Yiting Lu , Xin Li , Zhibo Chen , Mengjing Su , Yi Wang , Tuo Chen , Chunxiao Li , Shuaiyu Zhao , Jiaxin Wen , Chuyi Lin , Sitong Liu , Ningxin Chu , Jing Wan , Yu Zhou , Baoying Chen , Jishen Zeng , Jiarui Liu , Xianjin Liu , Xin Chen , Lanzhi Zhou , Hangyu Li , You Han , Bibo Xiang , Zhenjie Liu , Jianzhang Lu , Jialin Gui , Renjie Lu , Shangfei Wang , Donghao Zhou , Jingyu Lin , Quanjian Song , Jiancheng Huang , Yufeng Yang , Changwei Wang , Shupeng Zhong , Yang Yang , Lihuo He , Jia Liu , Yuting Xing , Tida Fang , Yuchun Jin

KVQ: Kwai Video Quality Assessment for Short-form Videos

Short-form UGC video platforms, like Kwai and TikTok, have been an emerging and irreplaceable mainstream media form, thriving on user-friendly engagement, and kaleidoscope creation, etc. However, the advancing content-generation modes,…

Image and Video Processing · Electrical Eng. & Systems 2024-02-21 Yiting Lu , Xin Li , Yajing Pei , Kun Yuan , Qizhi Xie , Yunpeng Qu , Ming Sun , Chao Zhou , Zhibo Chen

NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results

This paper presents a comprehensive review of the 1st Challenge on Video Quality Enhancement for Video Conferencing held at the NTIRE workshop at CVPR 2025, and highlights the problem statement, datasets, proposed solutions, and results.…

Computer Vision and Pattern Recognition · Computer Science 2025-05-27 Varun Jain , Zongwei Wu , Quan Zou , Louis Florentin , Henrik Turbell , Sandeep Siddhartha , Radu Timofte , others

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results

This paper reviews the AIS 2024 Video Quality Assessment (VQA) Challenge, focused on User-Generated Content (UGC). The aim of this challenge is to gather deep learning-based methods capable of estimating the perceptual quality of UGC…

Computer Vision and Pattern Recognition · Computer Science 2024-04-26 Marcos V. Conde , Saman Zadtootaghaj , Nabajeet Barman , Radu Timofte , Chenlong He , Qi Zheng , Ruoxi Zhu , Zhengzhong Tu , Haiqiang Wang , Xiangguang Chen , Wenhui Meng , Xiang Pan , Huiying Shi , Han Zhu , Xiaozhong Xu , Lei Sun , Zhenzhong Chen , Shan Liu , Zicheng Zhang , Haoning Wu , Yingjie Zhou , Chunyi Li , Xiaohong Liu , Weisi Lin , Guangtao Zhai , Wei Sun , Yuqin Cao , Yanwei Jiang , Jun Jia , Zhichao Zhang , Zijian Chen , Weixia Zhang , Xiongkuo Min , Steve Göring , Zihao Qi , Chen Feng

NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results

This paper reviews the NTIRE 2020 challenge on video quality mapping (VQM), which addresses the issues of quality mapping from source video domain to target video domain. The challenge includes both a supervised track (track 1) and a…

Image and Video Processing · Electrical Eng. & Systems 2020-06-17 Dario Fuoli , Zhiwu Huang , Martin Danelljan , Radu Timofte , Hua Wang , Longcun Jin , Dewei Su , Jing Liu , Jaehoon Lee , Michal Kudelski , Lukasz Bala , Dmitry Hrybov , Marcin Mozejko , Muchen Li , Siyao Li , Bo Pang , Cewu Lu , Chao Li , Dongliang He , Fu Li , Shilei Wen

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

This paper reviews the first NTIRE challenge on quality enhancement of compressed video, with a focus on the proposed methods and results. In this challenge, the new Large-scale Diverse Video (LDV) dataset is employed. The challenge has…

Image and Video Processing · Electrical Eng. & Systems 2022-09-01 Ren Yang , Radu Timofte , Jing Liu , Yi Xu , Xinjian Zhang , Minyi Zhao , Shuigeng Zhou , Kelvin C. K. Chan , Shangchen Zhou , Xiangyu Xu , Chen Change Loy , Xin Li , Fanglong Liu , He Zheng , Lielin Jiang , Qi Zhang , Dongliang He , Fu Li , Qingqing Dang , Yibin Huang , Matteo Maggioni , Zhongqian Fu , Shuai Xiao , Cheng li , Thomas Tanay , Fenglong Song , Wentao Chao , Qiang Guo , Yan Liu , Jiang Li , Xiaochao Qu , Dewang Hou , Jiayu Yang , Lyn Jiang , Di You , Zhenyu Zhang , Chong Mou , Iaroslav Koshelev , Pavel Ostyakov , Andrey Somov , Jia Hao , Xueyi Zou , Shijie Zhao , Xiaopeng Sun , Yiting Liao , Yuanzhi Zhang , Qing Wang , Gen Zhan , Mengxi Guo , Junlin Li , Ming Lu , Zhan Ma , Pablo Navarrete Michelini , Hai Wang , Yiyun Chen , Jingyu Guo , Liliang Zhang , Wenming Yang , Sijung Kim , Syehoon Oh , Yucong Wang , Minjie Cai , Wei Hao , Kangdi Shi , Liangyan Li , Jun Chen , Wei Gao , Wang Liu , Xiaoyu Zhang , Linjie Zhou , Sixin Lin , Ru Wang

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results

This paper reviews the NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video. In this challenge, we proposed the LDV 2.0 dataset, which includes the LDV dataset (240 videos) and 95 additional videos. This…

Computer Vision and Pattern Recognition · Computer Science 2022-04-26 Ren Yang , Radu Timofte , Meisong Zheng , Qunliang Xing , Minglang Qiao , Mai Xu , Lai Jiang , Huaida Liu , Ying Chen , Youcheng Ben , Xiao Zhou , Chen Fu , Pei Cheng , Gang Yu , Junyi Li , Renlong Wu , Zhilu Zhang , Wei Shang , Zhengyao Lv , Yunjin Chen , Mingcai Zhou , Dongwei Ren , Kai Zhang , Wangmeng Zuo , Pavel Ostyakov , Vyal Dmitry , Shakarim Soltanayev , Chervontsev Sergey , Zhussip Magauiya , Xueyi Zou , Youliang Yan , Pablo Navarrete Michelini , Yunhua Lu , Diankai Zhang , Shaoli Liu , Si Gao , Biao Wu , Chengjian Zheng , Xiaofeng Zhang , Kaidi Lu , Ning Wang , Thuong Nguyen Canh , Thong Bach , Qing Wang , Xiaopeng Sun , Haoyu Ma , Shijie Zhao , Junlin Li , Liangbin Xie , Shuwei Shi , Yujiu Yang , Xintao Wang , Jinjin Gu , Chao Dong , Xiaodi Shi , Chunmei Nian , Dong Jiang , Jucai Lin , Zhihuai Xie , Mao Ye , Dengyan Luo , Liuhan Peng , Shengjie Chen , Xin Liu , Qian Wang , Xin Liu , Boyang Liang , Hang Dong , Yuhao Huang , Kai Chen , Xingbei Guo , Yujing Sun , Huilei Wu , Pengxu Wei , Yulin Huang , Junying Chen , Ik Hyun Lee , Sunder Ali Khowaja , Jiseok Yoon

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results

This paper presents an overview of the VQualA 2025 Challenge on Engagement Prediction for Short Videos, held in conjunction with ICCV 2025. The challenge focuses on understanding and modeling the popularity of user-generated content (UGC)…

Computer Vision and Pattern Recognition · Computer Science 2025-09-04 Dasong Li , Sizhuo Ma , Hang Hua , Wenjie Li , Jian Wang , Chris Wei Zhou , Fengbin Guan , Xin Li , Zihao Yu , Yiting Lu , Ru-Ling Liao , Yan Ye , Zhibo Chen , Wei Sun , Linhan Cao , Yuqin Cao , Weixia Zhang , Wen Wen , Kaiwei Zhang , Zijian Chen , Fangfang Lu , Xiongkuo Min , Guangtao Zhai , Erjia Xiao , Lingfeng Zhang , Zhenjie Su , Hao Cheng , Yu Liu , Renjing Xu , Long Chen , Xiaoshuai Hao , Zhenpeng Zeng , Jianqin Wu , Xuxu Wang , Qian Yu , Bo Hu , Weiwei Wang , Pinxin Liu , Yunlong Tang , Luchuan Song , Jinxi He , Jiaru Wu , Hanjia Lyu

AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results

This paper presents the Video Super-Resolution (SR) Quality Assessment (QA) Challenge that was part of the Advances in Image Manipulation (AIM) workshop, held in conjunction with ECCV 2024. The task of this challenge was to develop an…

Image and Video Processing · Electrical Eng. & Systems 2024-10-08 Ivan Molodetskikh , Artem Borisov , Dmitriy Vatolin , Radu Timofte , Jianzhao Liu , Tianwu Zhi , Yabin Zhang , Yang Li , Jingwen Xu , Yiting Liao , Qing Luo , Ao-Xiang Zhang , Peng Zhang , Haibo Lei , Linyan Jiang , Yaqing Li , Yuqin Cao , Wei Sun , Weixia Zhang , Yinan Sun , Ziheng Jia , Yuxin Zhu , Xiongkuo Min , Guangtao Zhai , Weihua Luo , Yupeng Z. , Hong Y

NTIRE 2022 Challenge on Perceptual Image Quality Assessment

This paper reports on the NTIRE 2022 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2022. This challenge is held to…

Computer Vision and Pattern Recognition · Computer Science 2022-06-24 Jinjin Gu , Haoming Cai , Chao Dong , Jimmy S. Ren , Radu Timofte

AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results

Video quality assessment (VQA) is a crucial task in the development of video compression standards, as it directly impacts the viewer experience. This paper presents the results of the Compressed Video Quality Assessment challenge, held in…

Image and Video Processing · Electrical Eng. & Systems 2024-10-23 Maksim Smirnov , Aleksandr Gushchin , Anastasia Antsiferova , Dmitry Vatolin , Radu Timofte , Ziheng Jia , Zicheng Zhang , Wei Sun , Jiaying Qian , Yuqin Cao , Yinan Sun , Yuxin Zhu , Xiongkuo Min , Guangtao Zhai , Kanjar De , Qing Luo , Ao-Xiang Zhang , Peng Zhang , Haibo Lei , Linyan Jiang , Yaqing Li , Wenhui Meng , Zhenzhong Chen , Zhengxue Cheng , Jiahao Xiao , Jun Xu , Chenlong He , Qi Zheng , Ruoxi Zhu , Min Li , Yibo Fan , Zhengzhong Tu

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study

This paper introduces a novel dataset for video enhancement and studies the state-of-the-art methods of the NTIRE 2021 challenge on quality enhancement of compressed video. The challenge is the first NTIRE challenge in this direction, with…

Image and Video Processing · Electrical Eng. & Systems 2021-05-04 Ren Yang , Radu Timofte

MRET: Multi-resolution Transformer for Video Quality Assessment

No-reference video quality assessment (NR-VQA) for user generated content (UGC) is crucial for understanding and improving visual experience. Unlike video recognition tasks, VQA tasks are sensitive to changes in input resolution. Since…

Computer Vision and Pattern Recognition · Computer Science 2023-03-31 Junjie Ke , Tianhao Zhang , Yilin Wang , Peyman Milanfar , Feng Yang

Audio-Visual Quality Assessment for User Generated Content: Database and Method

With the explosive increase of User Generated Content (UGC), UGC video quality assessment (VQA) becomes more and more important for improving users' Quality of Experience (QoE). However, most existing UGC VQA studies only focus on the…

Image and Video Processing · Electrical Eng. & Systems 2024-01-18 Yuqin Cao , Xiongkuo Min , Wei Sun , Xiaoping Zhang , Guangtao Zhai